feat(proxy): push-based OTLP billable-request metering for enterprise deployments - #31592
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Greptile SummaryThis PR adds enterprise push-based OTLP request metering: a new pure ASGI middleware (
Confidence Score: 5/5Safe to merge. The middleware is a transparent pass-through on unlicensed deployments and its registration order is verified by a test against the live app. All disable paths return None without touching the request path. The lazy factory, double-checked locking, and shutdown flush are thoroughly tested. Terraform lifecycle preconditions prevent half-configured billing at plan time. The one non-blocking observation is that inline-PEM temp files persist after process exit, which is harmless in containerised deployments. No files require special attention; billing_metrics.py has the temp-dir cleanup note but poses no correctness risk.
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| Filename | Overview |
|---|---|
| litellm/proxy/middleware/billable_request_metrics_middleware.py | New pure-ASGI middleware: well-tested classification logic, thread-safe lazy factory, transparent pass-through when recorder is None |
| litellm/proxy/enterprise_billing/billing_metrics.py | Recorder factory with mTLS exporter, inline-PEM temp-file materialization, and shutdown registry; temp dir is never explicitly cleaned up on shutdown |
| litellm/proxy/proxy_server.py | Middleware registration inside InFlightRequestsMiddleware and shutdown flush are correct; lazy lambda captures module globals at call time |
| tests/test_litellm/proxy/enterprise_billing/test_billing_metrics.py | Comprehensive mock-only tests covering all disable paths, inline PEM materialization, shutdown idempotency, and log safety |
| tests/test_litellm/proxy/middleware/test_billable_request_metrics_middleware.py | Thorough classification parametric tests, concurrency factory test, and middleware ordering assertion against the live app |
| terraform/litellm/aws/ecs.tf | Billing metrics added to gateway and backend (not migrations), lifecycle precondition correctly rejects endpoint-without-cert at plan time |
| terraform/litellm/aws/secrets.tf | Secrets Manager resources count-gated on per-PEM flags; recovery_window=0 is intentional for automation |
| helm/litellm/templates/_helpers.tpl | Billing metrics helpers with required-field validation on secretName and endpoint; CA secret optional |
| helm/litellm/values.yaml | Opt-in billingMetrics block defaulting to disabled with sensible defaults |
Reviews (18): Last reviewed commit: "chore(ui): regenerate schema.d.ts for up..." | Re-trigger Greptile
Greptile SummaryThis PR adds enterprise-only OTLP billable-request metering for the LiteLLM proxy. The main changes are:
Confidence Score: 4/5The metering feature is mostly isolated, but the recorder initialization order can leave supported config-based licensed deployments unmetered. The changed middleware and recorder are covered by focused tests, and the main remaining risk is concentrated in startup wiring for config-loaded environment variables. litellm/proxy/proxy_server.py
What T-Rex did
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PR overviewThis PR adds push-based OTLP metering for enterprise proxy deployments, with middleware that classifies successful proxy requests and exports billable-request counters. It also introduces enterprise billing metrics plumbing for emitting those counters from the proxy. There are still open billing-integrity issues in the request classifier and OTLP export path. Authenticated callers can cause some non-inference passthrough requests to be counted as billable, while A2A streaming calls on the bare agent route can avoid metering; multi-replica deployments may also lose counts because cumulative counters are not uniquely identified per process. Four issues have already been addressed, but the remaining findings can still produce inaccurate enterprise usage accounting. Open issues (3)
Fixed/addressed: 4 · PR risk: 5/10 |
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@greptileai please review the current head ea2e074 |
… deployments Adds opt-in, license-gated metering that counts 2xx HTTP requests to LLM inference, MCP, and A2A endpoints and exports them over mutual TLS to a global OpenTelemetry Collector for request-based billing. A pure ASGI middleware (BillableRequestMetricsMiddleware) classifies each request by route and records one count per 2xx response via an injected recorder. The recorder (BillingMetricsRecorder) owns a dedicated OTEL meter provider and an OTLP/gRPC exporter authenticated with client certificates, kept isolated from the global meter provider so a customer's own OTEL metrics are untouched. The recorder is built only when a valid LITELLM_LICENSE is present and the cert material is configured; otherwise the middleware is a transparent pass-through. Deployment identity rides on the mTLS client certificate rather than the payload, so the secret license key is never sent as an attribute or header; only the license org id travels as a resource attribute for cross-checking. Resolves LIT-4089
- switch the exporter to OTLP/HTTP with a TLS client certificate. The collector front end terminates mutual TLS and validates the client cert against our CA; server verification uses the system trust store, so the CA env var is now an optional override for private collectors - resolve the metrics recorder on the first request via a factory instead of at import time, so deployments that provide the license and cert env vars through the YAML config's environment_variables export correctly - close the metering bypass: classify /images/edits, /images/variations, /v1/messages, /v1/videos, video remix, /v1/ocr and Gemini generateContent as billable, and gate LLM routes to POST so GET reads (list videos, fetch a response) do not bill. Verified live: the collector count matches the UI usage page successful_requests exactly, with failures excluded on both sides
…lity gate The check_unsafe_enterprise_import gate requires every import from an enterprise-pathed module to be guarded. Annotate the factory with the middleware's BillingRecorder protocol so no enterprise type import is needed at type-check time
- builtin generics per UP006 (dict/tuple instead of typing.Dict/Tuple) - noqa the deliberate blind catch that keeps metering from breaking startup - sort proxy_server import blocks split by the guarded enterprise import
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@greptileai please review the current head dd263fd |
Route-inventory audit against LiteLLMRoutes.llm_api_routes found more SpendLogs-producing surfaces the classifier missed: provider passthrough (/bedrock, /vertex-ai, /cohere and the rest of mapped_pass_through_routes), /v1/search and vector-store search, and the rag ingest/query routes. All are counted by the dashboard usage page, so missing them undercounts billing. The passthrough prefix list is read from LiteLLMRoutes so new providers are picked up without touching this module. /langfuse is excluded: it forwards observability traffic and writes no SpendLogs row. Known limitation recorded in the PR: /v1/realtime is a websocket flow the HTTP middleware does not see
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@greptileai please review the current head 6484270 |
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bugbot run |
mateo-berri
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Is the veria or bugbot concerns legit?
The billable-request classifier matched the whole /v1/mcp prefix, so
management and discovery reads such as GET /v1/mcp/tools and GET
/v1/mcp/server counted as billable MCP requests, while real MCP tool
calls on the /{server}/mcp and /toolset/{name}/mcp aliases were missed
because their route handlers rewrite the ASGI scope only after this
middleware has already classified the original path. Classify MCP by the
concrete transport surface (the /mcp streamable-HTTP and SSE sub-app plus
the single-segment server and toolset aliases) and exclude the /v1/mcp
management API. Apply the same shape to A2A, which had the identical
issue: only the /message/send invoke route bills, not /v1/a2a/discover or
the .well-known agent-card reads.
| if suffix_match is not None: | ||
| return suffix_match | ||
| # Deep passthrough paths only: the bare prefix itself is not an inference call. | ||
| return next((prefix for prefix in _PASSTHROUGH_PREFIXES if path.startswith(f"{prefix}/")), None) |
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Medium: Non-inference passthrough requests are billed
_PASSTHROUGH_PREFIXES includes broad provider prefixes such as /openai, and this branch records any successful POST below them. An authenticated caller can repeatedly send successful non-inference passthrough requests like POST /openai/v1/assistants or thread/resource creation calls and have them counted as billable LLM requests even though they are not inference calls; classify passthroughs by known inference subpaths instead of the provider prefix alone.
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Checked this against what the proxy actually records, and prefix-based passthrough billing is deliberate; the metering unit here is requests the deployment itself counts as successful on its usage dashboard, not inference calls specifically. pass_through_async_success_handler (litellm/proxy/pass_through_endpoints/success_handler.py) dispatches success handlers for every successful passthrough call: when no provider-specific handler recognizes the subpath it falls back to StandardPassThroughResponseObject and still writes the SpendLogs row; only /langfuse (already excluded from billing) and AssemblyAI non-POST reads opt out. Verified on a live proxy: a 200 POST /openai/v1/assistants wrote a pass_through_endpoint success row in LiteLLM_SpendLogs and counts toward the dashboard successful requests exactly like a chat completion, so excluding it from the exported count would make enterprise metering drift below the number the customer sees on their own usage page, which is the parity invariant this feature is built around. The remaining asymmetry runs the safe direction only: non-POST passthrough calls (GET and DELETE reads) can write SpendLogs rows but never bill because of the POST gate, so any classifier-vs-dashboard mismatch is an undercount
…ycle Exact-match Anthropic /v1/messages so OpenAI Assistants thread-message routes no longer bill, add Google Interactions create routes, guard recorder.record() so a broken exporter can never fail a served request, lock lazy recorder resolution against concurrent first requests, and disable metering on empty-string env config instead of accepting a blank endpoint
…itellm_enterprise_request_metering
The componentized chart required an explicit secretName while the classic chart defaults to litellm-billing-metrics-mtls. Both now default to it, so the common path is to create that Secret with tls.crt and tls.key and set enabled: true. The required() guard stays, and with a default it now only fires when someone explicitly blanks the override, which the tests pin from both sides
build_billing_metrics_recorder returned None silently when the deployment was not licensed, while every other disable path logged a warning. An operator reading logs could not tell "metering active" from "metering off because this component never saw the license", and a component can carry the cert mount and the billing env and still meter nothing. That is the undercount direction the metric is not allowed to drift in. A successful build now emits one info line naming the collector endpoint and the export interval; neither the certificate contents nor the license appear. The unlicensed path logs at debug rather than warning, because unlicensed is the common case and a warning there would be noise on every OSS proxy
Each PEM secret is created only when its own variable is non-empty, so setting billing_metrics_endpoint with a certificate but no key applied cleanly and left the proxy logging "missing config" and never exporting. Silent non-export is the undercount direction this metric must not drift in, and every other surface fails fast on a half-configured metering block. Both templates now carry a lifecycle precondition requiring the client certificate and its key together whenever the endpoint is set. It lives on the gateway task definition (aws) and the gateway Cloud Run service (gcp) rather than on the secret resources, because those are themselves count-gated on the PEM being present and would never evaluate in the failing case. Cross-variable `validation` blocks would need terraform 1.9; versions.tf pins >= 1.6, and preconditions work there. ca_cert_pem stays optional, so an empty value still falls back to the system trust store. endpoint cert key result "" any any metering off, no secrets created set set set metering on set missing either plan fails Verified each row with `terraform console` against the condition, and reran `terraform fmt -check` and `terraform validate` in both directories
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@greptileai please review the current head 726eb1d |
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bugbot run |
…ource The precondition cannot live on the cert secret, which is count-gated on the cert itself and so has zero instances in exactly the case the guard must catch. That makes the guard's correctness depend on this resource staying unconditional, which nothing else records and no test enforces
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@greptileai please review the current head 5933294 |
The precondition only sat on the gateway, but the backend receives the billing endpoint as well, because it serves the named-server MCP transport and meters it. A targeted apply of just the backend task or service would therefore skip the guard entirely and provision a component holding a billing endpoint with no credentials to use it, which is the silent never-export failure the guard exists to prevent. Both templates now carry the same precondition on the backend resource. The condition and truth table are unchanged; ca_cert_pem stays optional. terraform fmt -check and terraform validate clean in both directories
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@greptileai please review the current head 534ddfd |
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✅ Bugbot reviewed your changes and found no new issues!
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Reviewed by Cursor Bugbot for commit 534ddfd. Configure here.
…itellm_enterprise_request_metering # Conflicts: # ui/litellm-dashboard/eslint-metrics.json
| client_key_file=config.client_key_path, | ||
| ) | ||
| reader = PeriodicExportingMetricReader(exporter, export_interval_millis=config.export_interval_ms) | ||
| return MeterProvider(metric_readers=[reader], resource=Resource.create(_resource_attributes(config))) |
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Medium: Replicas export conflicting cumulative counters
Every process exports this cumulative counter with the same resource attributes, meter name, and dimensions. In deployments with multiple workers or replicas, independent writers can overlap under one OTLP stream identity; receivers may deduplicate overlapping streams, so some billable requests can be dropped. Add a stable, process-unique service.instance.id resource attribute, such as an instance identifier combined with the PID or a UUID generated when the provider is built.
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docs: BerriAI/litellm-docs#571 |
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The findings are about temp file lifetime and a brief file-permission window, neither of which affects request correctness or data integrity
Is this greptile concern legit? If so, is it worth addressing?
EDIT: Ah clarified in person -> it's not important because the whole filesystem will be gone anyways when the pod goes down
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Reviewed by Cursor Bugbot for commit 6d0a044. Configure here.
| verbose_proxy_logger.warning( | ||
| "Invalid %s=%r, falling back to %d ms", EXPORT_INTERVAL_ENV, raw, DEFAULT_EXPORT_INTERVAL_MS | ||
| ) | ||
| return DEFAULT_EXPORT_INTERVAL_MS |
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Zero export interval accepted
Medium Severity
The _export_interval_ms function allows zero or negative values for LITELLM_BILLING_METRICS_EXPORT_INTERVAL_MS. This can cause the PeriodicExportingMetricReader to export metrics continuously or excessively, leading to unnecessary CPU contention and system load.
Reviewed by Cursor Bugbot for commit 6d0a044. Configure here.
…4.0) (#201) This PR contains the following updates: | Package | Update | Change | |---|---|---| | [ghcr.io/berriai/litellm](https://images.chainguard.dev/directory/image/wolfi-base/overview) ([source](https://github.com/BerriAI/litellm)) | minor | `v1.93.0` → `v1.94.0` | --- ### Release Notes <details> <summary>BerriAI/litellm (ghcr.io/berriai/litellm)</summary> ### [`v1.94.0`](https://github.com/BerriAI/litellm/releases/tag/v1.94.0) [Compare Source](https://github.com/BerriAI/litellm/compare/v1.94.0...v1.94.0) ##### Verify Docker Image Signature All LiteLLM Docker images are signed with [cosign](https://docs.sigstore.dev/cosign/overview/). Every release is signed with the same key introduced in [commit `0112e53`](https://github.com/BerriAI/litellm/commit/0112e53046018d726492c814b3644b7d376029d0). **Verify using the pinned commit hash (recommended):** A commit hash is cryptographically immutable, so this is the strongest way to ensure you are using the original signing key: ```bash cosign verify \ --key https://raw.githubusercontent.com/BerriAI/litellm/0112e53046018d726492c814b3644b7d376029d0/cosign.pub \ ghcr.io/berriai/litellm:v1.94.0 ``` **Verify using the release tag (convenience):** Tags are protected in this repository and resolve to the same key. This option is easier to read but relies on tag protection rules: ```bash cosign verify \ --key https://raw.githubusercontent.com/BerriAI/litellm/v1.94.0/cosign.pub \ ghcr.io/berriai/litellm:v1.94.0 ``` Expected output: ``` The following checks were performed on each of these signatures: - The cosign claims were validated - The signatures were verified against the specified public key ``` *** ##### What's Changed - feat(ui): working Test Connection for the complexity auto router by [@​akapur99](https://github.com/akapur99) in [#​32950](https://github.com/BerriAI/litellm/pull/32950) - fix(xecguard): use StandardLoggingGuardrailInformation in logging hook by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32911](https://github.com/BerriAI/litellm/pull/32911) - feat(ui): adopt openapi-react-query ($api) and convert useCustomers by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32949](https://github.com/BerriAI/litellm/pull/32949) - refactor(ui): colocate the mcp-servers view, keeping the shared mcp\_tools surface by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32968](https://github.com/BerriAI/litellm/pull/32968) - refactor(ui): convert endpoint usage charts to shadcn/recharts by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32723](https://github.com/BerriAI/litellm/pull/32723) - fix(proxy-auth): stop unrecognized model namespaces slipping through provider wildcard keys by [@​mateo-berri](https://github.com/mateo-berri) in [#​32979](https://github.com/BerriAI/litellm/pull/32979) - feat(router): random-pick multi-model complexity tiers by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32967](https://github.com/BerriAI/litellm/pull/32967) - fix(xecguard): sanitize scan result before recording it for logging by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32935](https://github.com/BerriAI/litellm/pull/32935) - fix(auto\_router): filter embedding models in complexity tab dropdowns, require all tiers, inline validation by [@​akapur99](https://github.com/akapur99) in [#​32978](https://github.com/BerriAI/litellm/pull/32978) - fix(anthropic): translate raw adaptive thinking for pre-4.6 models on chat completions and Bedrock Converse by [@​akapur99](https://github.com/akapur99) in [#​32944](https://github.com/BerriAI/litellm/pull/32944) - feat(router): add Router(plugins=\[...]) routing-plugin pipeline by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32972](https://github.com/BerriAI/litellm/pull/32972) - feat(router): soft-floor adaptive mode for complexity router by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32947](https://github.com/BerriAI/litellm/pull/32947) - docs(github): add QA runbook section to the PR template by [@​mateo-berri](https://github.com/mateo-berri) in [#​32965](https://github.com/BerriAI/litellm/pull/32965) - fix(model\_cost): add supports\_reasoning: false to Gemini image generation models by [@​mateo-berri](https://github.com/mateo-berri) in [#​32836](https://github.com/BerriAI/litellm/pull/32836) - build(dev-env): add make bootstrap and unprovisioned-checkout preflight to pre-commit by [@​mateo-berri](https://github.com/mateo-berri) in [#​32981](https://github.com/BerriAI/litellm/pull/32981) - ci(ui): report only error-level knip findings in CI by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32971](https://github.com/BerriAI/litellm/pull/32971) - feat(batches): track cost for unmanaged Bedrock batches, generalize the flag by [@​Sameerlite](https://github.com/Sameerlite) in [#​32315](https://github.com/BerriAI/litellm/pull/32315) - fix(guardrails): walk custom\_tool\_call\_output items in \_content\_utils by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32969](https://github.com/BerriAI/litellm/pull/32969) - fix: show and allow editing team model aliases after team creation by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33047](https://github.com/BerriAI/litellm/pull/33047) - chore(deps): bump pillow to 12.3.0 to resolve osv-scan CVEs by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33093](https://github.com/BerriAI/litellm/pull/33093) - feat(mcp): mint gateway-bound envelope at the token endpoint for dcr\_bridge oauth\_delegate by [@​tin-berri](https://github.com/tin-berri) in [#​32828](https://github.com/BerriAI/litellm/pull/32828) - fix(mcp): surface rejected delegate-auth upstream tokens as connect-time 401 by [@​tin-berri](https://github.com/tin-berri) in [#​32741](https://github.com/BerriAI/litellm/pull/32741) - fix(proxy): track unauthenticated pass-through requests in spend logs by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​32410](https://github.com/BerriAI/litellm/pull/32410) - feat(lasso): send source.type for Used By attribution by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33090](https://github.com/BerriAI/litellm/pull/33090) - fix(responses): continue MCP gateway tool turns from the final response and surface failures by [@​thibault-linktree](https://github.com/thibault-linktree) in [#​33025](https://github.com/BerriAI/litellm/pull/33025) - fix(responses): continue MCP gateway tool turns from the final response and surface failures by [@​tin-berri](https://github.com/tin-berri) in [#​33099](https://github.com/BerriAI/litellm/pull/33099) - fix(completion): forward aws credential kwargs into litellm\_params so the responses bridge keeps WIF auth by [@​mateo-berri](https://github.com/mateo-berri) in [#​32956](https://github.com/BerriAI/litellm/pull/32956) - fix(ui): respect litellm\_key\_header\_name in BYOK credential save and workflow runs fetches by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33103](https://github.com/BerriAI/litellm/pull/33103) - refactor(ui): standardize debounce waits behind shared DEBOUNCE\_WAIT\_MS constant by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33040](https://github.com/BerriAI/litellm/pull/33040) - feat(ui): rebuild the Virtual Keys table on the shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​32991](https://github.com/BerriAI/litellm/pull/32991) - fix: redact async complete streaming response for custom callbacks by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33106](https://github.com/BerriAI/litellm/pull/33106) - build(ui): bump [@​tanstack/react-pacer](https://github.com/tanstack/react-pacer) from 0.2.0 to 0.22.1 by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33041](https://github.com/BerriAI/litellm/pull/33041) - fix(ui): address Virtual Keys redesign review nits by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33112](https://github.com/BerriAI/litellm/pull/33112) - fix(openai/responses): clamp max\_output\_tokens below API minimum by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33098](https://github.com/BerriAI/litellm/pull/33098) - fix(prometheus): read v3 rate limiter remaining values for per-key model gauges by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33119](https://github.com/BerriAI/litellm/pull/33119) - fix(ui): drop w-full from page-content wrappers to remove 32px horizontal overflow by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33118](https://github.com/BerriAI/litellm/pull/33118) - refactor(ui): migrate straightforward value debounces to react-pacer by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33042](https://github.com/BerriAI/litellm/pull/33042) - feat(mcp): interactive SSO sign-in for dcr\_bridge oauth\_delegate DCR clients by [@​tin-berri](https://github.com/tin-berri) in [#​32946](https://github.com/BerriAI/litellm/pull/32946) - test(proxy): add regression tests for management\_endpoints edge cases by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​32976](https://github.com/BerriAI/litellm/pull/32976) - fix(auto-router): correct Responses API tool\_choice shape and propagate alias litellm\_params by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32974](https://github.com/BerriAI/litellm/pull/32974) - fix(ui): render the sidebar scrollbar with shadcn ScrollArea by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33124](https://github.com/BerriAI/litellm/pull/33124) - refactor(ui): migrate callback debounce sites to react-pacer with regression tests by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33043](https://github.com/BerriAI/litellm/pull/33043) - chore: add CODEOWNERS for ui and proxy UI build artifacts by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33131](https://github.com/BerriAI/litellm/pull/33131) - feat(mcp): client-held refresh envelope for the dcr\_bridge oauth\_delegate flow by [@​tin-berri](https://github.com/tin-berri) in [#​32980](https://github.com/BerriAI/litellm/pull/32980) - feat(ui): rebuild the Teams table on the shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33128](https://github.com/BerriAI/litellm/pull/33128) - fix(mcp): relay upstream OAuth token and DCR rejections instead of a generic 500 by [@​tin-berri](https://github.com/tin-berri) in [#​33113](https://github.com/BerriAI/litellm/pull/33113) - fix(keys): persist key\_type so the UI shows correct key scope instead of "All Proxy Models" by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33115](https://github.com/BerriAI/litellm/pull/33115) - feat(router): opt-in session affinity for complexity router by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33126](https://github.com/BerriAI/litellm/pull/33126) - feat(prometheus): expose video duration and image count consumption metrics by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33138](https://github.com/BerriAI/litellm/pull/33138) - test(e2e): otel trace completeness on /chat/completions by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33132](https://github.com/BerriAI/litellm/pull/33132) - fix(sso): paginate through all pages when fetching service principal group assignments by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33149](https://github.com/BerriAI/litellm/pull/33149) - test(e2e): otel trace completeness on /v1/messages by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33133](https://github.com/BerriAI/litellm/pull/33133) - feat(ui): add adaptive routing settings to Auto-Router v2 by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33146](https://github.com/BerriAI/litellm/pull/33146) - refactor(mcp): extract the dcr\_bridge token flow into bridge\_token\_flow\.py by [@​tin-berri](https://github.com/tin-berri) in [#​33141](https://github.com/BerriAI/litellm/pull/33141) - chore: bump litellm 1.93.0 -> 1.94.0, litellm-enterprise 0.1.49 -> 0.1.50, litellm-proxy-extras 0.4.76 -> 0.4.77 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33229](https://github.com/BerriAI/litellm/pull/33229) - fix(proxy): route master key to team-scoped models by [@​kunal2002](https://github.com/kunal2002) in [#​32926](https://github.com/BerriAI/litellm/pull/32926) - chore(deps): pin httplib2 and setuptools transitive floors by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33233](https://github.com/BerriAI/litellm/pull/33233) - feat(ui): left-anchor the Create Key and Create Team CTAs by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33248](https://github.com/BerriAI/litellm/pull/33248) - fix(anthropic/passthrough): drop incompatible temperature when downgrading adaptive thinking for pre-4.6 models by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33244](https://github.com/BerriAI/litellm/pull/33244) - fix(guardrails): run apply\_guardrail-style model-level pre\_call guardrails at deployment hook by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33136](https://github.com/BerriAI/litellm/pull/33136) - fix(proxy)!: enforce user budget on team keys (read-time + reservation) with UI opt-out by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​32005](https://github.com/BerriAI/litellm/pull/32005) - fix(e2e): bound spend-log snapshots to a /spend/logs/v2 window by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33265](https://github.com/BerriAI/litellm/pull/33265) - test(e2e): cover key rpm/tpm rate limiting, window reset, and pacing headers by [@​mateo-berri](https://github.com/mateo-berri) in [#​32914](https://github.com/BerriAI/litellm/pull/32914) - fix(anthropic): use native output capability by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33235](https://github.com/BerriAI/litellm/pull/33235) - fix(ci): retry setup-uv installs to survive transient manifest fetch failures by [@​mateo-berri](https://github.com/mateo-berri) in [#​33279](https://github.com/BerriAI/litellm/pull/33279) - fix(proxy): never log raw virtual keys in key insertion debug output by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33268](https://github.com/BerriAI/litellm/pull/33268) - fix(bedrock\_mantle): route xai.grok-4.3 via /openai/v1 frontier path by [@​marty-sullivan](https://github.com/marty-sullivan) in [#​33027](https://github.com/BerriAI/litellm/pull/33027) - feat(pricing): add gemini-omni-flash-preview with video output token pricing by [@​mateo-berri](https://github.com/mateo-berri) in [#​33274](https://github.com/BerriAI/litellm/pull/33274) - fix(auth): scope the JWT enterprise gate to actual JWTs by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33296](https://github.com/BerriAI/litellm/pull/33296) - fix(s3): sanitize slashes in response-id-derived object key file name by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33271](https://github.com/BerriAI/litellm/pull/33271) - refactor(ui): migrate guardrails table onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33303](https://github.com/BerriAI/litellm/pull/33303) - chore(ci): promote internal staging to main by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33308](https://github.com/BerriAI/litellm/pull/33308) - feat(guardrails): streaming text transformation in generic\_guardrail\_api by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33110](https://github.com/BerriAI/litellm/pull/33110) - test(e2e): cover model-aware mid-conversation system handling on Bedrock Invoke /v1/messages by [@​mateo-berri](https://github.com/mateo-berri) in [#​32963](https://github.com/BerriAI/litellm/pull/32963) - test(claude\_code): move the Claude Code compatibility matrix under tests/e2e by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​32548](https://github.com/BerriAI/litellm/pull/32548) - chore(ci): sync litellm\_internal\_staging into daily OSS branch by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33337](https://github.com/BerriAI/litellm/pull/33337) - feat(bedrock guardrails): add resource-less InvokeGuardrailChecks (detect-only) mode by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33299](https://github.com/BerriAI/litellm/pull/33299) - Revert "chore(ci): sync litellm\_internal\_staging into daily OSS branch" by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33339](https://github.com/BerriAI/litellm/pull/33339) - fix(websearch): intercept web search on the Responses API by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33129](https://github.com/BerriAI/litellm/pull/33129) - fix(anthropic-adapter): drop empty content\_block\_delta events by [@​mateo-berri](https://github.com/mateo-berri) in [#​33315](https://github.com/BerriAI/litellm/pull/33315) - fix(mcp): persist discovered OAuth endpoints and keep last known good on failed re-discovery by [@​tin-berri](https://github.com/tin-berri) in [#​33286](https://github.com/BerriAI/litellm/pull/33286) - test(e2e): otel trace completeness on streaming chat, messages, and responses (LIT-3787) by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33234](https://github.com/BerriAI/litellm/pull/33234) - feat(router): resolve auto-router routing plugins from proxy YAML config by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33251](https://github.com/BerriAI/litellm/pull/33251) - test(e2e): failed request error span carries the full untruncated message and status (LIT-4179) by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33304](https://github.com/BerriAI/litellm/pull/33304) - refactor(ui): migrate tags table onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33314](https://github.com/BerriAI/litellm/pull/33314) - fix(cli): surface actionable CLI SSO errors when CLI and proxy versions skew by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33309](https://github.com/BerriAI/litellm/pull/33309) - feat(bedrock\_mantle): add GPT-5.6 sol/terra/luna to model cost map by [@​mateo-berri](https://github.com/mateo-berri) in [#​33412](https://github.com/BerriAI/litellm/pull/33412) - chore(codeowners): exempt generated schema.d.ts from UI ownership by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33411](https://github.com/BerriAI/litellm/pull/33411) - feat(proxy): push-based OTLP billable-request metering for enterprise deployments by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​31592](https://github.com/BerriAI/litellm/pull/31592) - fix(mcp): cap per-user OAuth token cache TTL at the token's own lifetime by [@​tin-berri](https://github.com/tin-berri) in [#​33346](https://github.com/BerriAI/litellm/pull/33346) - feat(ui): move Caching out of Experimental into Developer Tools by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33432](https://github.com/BerriAI/litellm/pull/33432) - chore(ci): promote internal staging to main by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33425](https://github.com/BerriAI/litellm/pull/33425) - chore(ci): merge daily internal staging branch by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33335](https://github.com/BerriAI/litellm/pull/33335) - feat(guardrails): add Compresr guardrail for query-aware context compression by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33295](https://github.com/BerriAI/litellm/pull/33295) - fix(logging): preserve callback order in get\_combined\_callback\_list by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33005](https://github.com/BerriAI/litellm/pull/33005) - fix(logging): redact assistant tool call arguments in spend logs by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33111](https://github.com/BerriAI/litellm/pull/33111) - fix(anthropic): honor messages request timeout by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33418](https://github.com/BerriAI/litellm/pull/33418) - fix(llm\_guard): apply sanitized prompt returned by moderation API to request by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33331](https://github.com/BerriAI/litellm/pull/33331) - fix(logging): stop pinning large request payloads past request end by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33455](https://github.com/BerriAI/litellm/pull/33455) - feat(guardrails): forward optional metadata on POST /guardrails/apply\_guardrail by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33067](https://github.com/BerriAI/litellm/pull/33067) - build: raise requires-python cap to <3.15 so Python 3.14 installs current releases by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33438](https://github.com/BerriAI/litellm/pull/33438) - feat(ui): add reusable BetaBadge and use it for Projects sidebar item by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33449](https://github.com/BerriAI/litellm/pull/33449) - fix(mcp): discover missing OAuth scopes and token\_url when authorization\_url is set manually by [@​tin-berri](https://github.com/tin-berri) in [#​33317](https://github.com/BerriAI/litellm/pull/33317) - feat(ui): show exact license expiration date in usage cards by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33478](https://github.com/BerriAI/litellm/pull/33478) - test(claude\_code): rename misleading REPO\_ROOT to SUITE\_ROOT in test\_v0\_layout by [@​mateo-berri](https://github.com/mateo-berri) in [#​33472](https://github.com/BerriAI/litellm/pull/33472) - build(deps): update ddtrace to the 4.x line by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33484](https://github.com/BerriAI/litellm/pull/33484) - fix(complexity\_router): return empty dict from \_classifier\_call\_metadata when metadata is absent by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33452](https://github.com/BerriAI/litellm/pull/33452) - fix(ui/chat): resolve chat routes at render time so navigation works under server\_root\_path by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33446](https://github.com/BerriAI/litellm/pull/33446) - fix(key management): enforce minimum custom key length and mask short keys in key\_name by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33462](https://github.com/BerriAI/litellm/pull/33462) - chore(ui): remove unmounted UsageIndicator and the Hide Usage Indicator flag by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33482](https://github.com/BerriAI/litellm/pull/33482) - test(e2e/claude\_code): add passthrough matrix row for the big-3 clouds and Anthropic API by [@​mateo-berri](https://github.com/mateo-berri) in [#​33473](https://github.com/BerriAI/litellm/pull/33473) - chore(ci): promote internal staging to main by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33491](https://github.com/BerriAI/litellm/pull/33491) - fix(ui): stop sending the complexity-router pseudo-model to /health/test\_connection by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33498](https://github.com/BerriAI/litellm/pull/33498) - feat(cli): add lite up/down to ambiently route Claude Code through the proxy by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​33231](https://github.com/BerriAI/litellm/pull/33231) - feat(complexity\_router): enable session\_affinity by default by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33500](https://github.com/BerriAI/litellm/pull/33500) - fix(anthropic): stop 500 on combined thinking+signature streaming chunk by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33505](https://github.com/BerriAI/litellm/pull/33505) - feat(autoroute): prompt for semantic keywords per tier in configure wizard by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33508](https://github.com/BerriAI/litellm/pull/33508) - fix(cli/anthropic): unblock lite autoroute proxy deps, adaptive thinking, and thinking+signature streaming by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33507](https://github.com/BerriAI/litellm/pull/33507) - test(ocr): use mistral-document-ai-2512 in azure\_ai OCR tests by [@​mateo-berri](https://github.com/mateo-berri) in [#​33489](https://github.com/BerriAI/litellm/pull/33489) - fix(guardrails): show YAML-defined guardrails in the Guardrail Monitor by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​32853](https://github.com/BerriAI/litellm/pull/32853) - refactor(ui): migrate policies, deleted keys, deleted teams, budgets, and search tools tables onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33357](https://github.com/BerriAI/litellm/pull/33357) - refactor(ui): migrate vector stores, prompts, and skills tables onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33343](https://github.com/BerriAI/litellm/pull/33343) - test(e2e): datadog log delivery for successful chat, messages, and responses (LIT-4447) by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33415](https://github.com/BerriAI/litellm/pull/33415) - fix(cli): make CLI output ASCII-only so it doesn't crash legacy Windows consoles by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33465](https://github.com/BerriAI/litellm/pull/33465) - fix: remove dead user-cache lookup with None key in spend-update path by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33555](https://github.com/BerriAI/litellm/pull/33555) - feat(helm): add per-component PodDisruptionBudget and topologySpreadConstraints to componentized chart by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33430](https://github.com/BerriAI/litellm/pull/33430) - fix(e2e/claude\_code): unblock stage collection, align proxy env names, register compat models by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33433](https://github.com/BerriAI/litellm/pull/33433) - fix(mcp): index authed request-time tools missing from the semantic filter startup index by [@​tin-berri](https://github.com/tin-berri) in [#​33318](https://github.com/BerriAI/litellm/pull/33318) - fix(streaming): use provider-reported usage cost for OpenRouter streams by [@​mateo-berri](https://github.com/mateo-berri) in [#​32255](https://github.com/BerriAI/litellm/pull/32255) - feat(mcp): issuer-anchored OAuth discovery (RFC 8414 §3.3) to close the authorization-server mix-up by [@​tin-berri](https://github.com/tin-berri) in [#​33450](https://github.com/BerriAI/litellm/pull/33450) - feat(logging): add user and team level spend and budget to StandardLoggingPayload metadata by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33459](https://github.com/BerriAI/litellm/pull/33459) - fix(router): cast model\_info cost values to float in \_set\_model\_group\_info by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33556](https://github.com/BerriAI/litellm/pull/33556) - chore(e2e): establish litellm\_e2e\_staging integration line by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33502](https://github.com/BerriAI/litellm/pull/33502) - fix(ui): navigate to /ui/login/ with trailing slash via hard navigation by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33561](https://github.com/BerriAI/litellm/pull/33561) - feat(logging): add structured budget fields to budget rejection failure logs by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33460](https://github.com/BerriAI/litellm/pull/33460) - fix(streaming): surface upstream connection resets instead of empty 200 streams by [@​mateo-berri](https://github.com/mateo-berri) in [#​33222](https://github.com/BerriAI/litellm/pull/33222) - fix(proxy\_cli): reap orphaned prisma query-engine processes when a worker dies by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33424](https://github.com/BerriAI/litellm/pull/33424) - test(reasoning\_effort\_grid): enable azure fable-5 and opus-4-8 grid cells by [@​mateo-berri](https://github.com/mateo-berri) in [#​33485](https://github.com/BerriAI/litellm/pull/33485) - build(deps): bump uvicorn lock to 0.51.0 so worker health-check and jitter flags take effect by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33574](https://github.com/BerriAI/litellm/pull/33574) - fix(proxy): coerce default\_internal\_user\_params.max\_budget to float on config load by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​32434](https://github.com/BerriAI/litellm/pull/32434) - fix(router): honor per-request routing\_strategy from key/team router\_settings by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33429](https://github.com/BerriAI/litellm/pull/33429) - fix(redis): honor ssl value instead of key presence when building async connection pool by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​32590](https://github.com/BerriAI/litellm/pull/32590) - fix(langfuse\_otel): build per-request OTLP exporter from key and team dynamic Langfuse credentials by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​32437](https://github.com/BerriAI/litellm/pull/32437) - ci: run zizmor and proxy-db unit tests on PRs targeting litellm\_ branches by [@​mateo-berri](https://github.com/mateo-berri) in [#​33568](https://github.com/BerriAI/litellm/pull/33568) - fix(router): apply team/key enable\_tag\_filtering to tag routing by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33436](https://github.com/BerriAI/litellm/pull/33436) - feat(proxy): add disable\_auto\_add\_proxy\_admin\_to\_teams flag by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33563](https://github.com/BerriAI/litellm/pull/33563) - fix(proxy): stop stale auth cache re-publish to Redis so key updates propagate across replicas by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33565](https://github.com/BerriAI/litellm/pull/33565) - feat(e2e): emit structured E2E\_RESULT lines for package status history by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33578](https://github.com/BerriAI/litellm/pull/33578) - chore: bump litellm-enterprise 0.1.50 -> 0.1.51, litellm-proxy-extras 0.4.77 -> 0.4.78 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33571](https://github.com/BerriAI/litellm/pull/33571) - fix(docker): restore litellm-proxy-extras source dir in runtime images by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33592](https://github.com/BerriAI/litellm/pull/33592) - feat(ui): require embedding model for semantic auto router by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33313](https://github.com/BerriAI/litellm/pull/33313) - feat(scim): ingest and round-trip SCIM entitlements and roles user attributes by [@​tin-berri](https://github.com/tin-berri) in [#​33587](https://github.com/BerriAI/litellm/pull/33587) - refactor(ui): migrate 5 simple tables onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33548](https://github.com/BerriAI/litellm/pull/33548) - fix(model\_armor): restore reference attachments via skip\_unscannable\_attachments and remove the attachment count cap by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33554](https://github.com/BerriAI/litellm/pull/33554) - fix(mcp): keep the MCP reference intact when the semantic filter narrows tools by [@​tin-berri](https://github.com/tin-berri) in [#​33584](https://github.com/BerriAI/litellm/pull/33584) - fix(sso): stop enforcing UI session budget on CLI login tokens by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33312](https://github.com/BerriAI/litellm/pull/33312) - test: e2e staging leftovers by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33613](https://github.com/BerriAI/litellm/pull/33613) - test(e2e/claude\_code): add GPT-5.6 Sol/Terra/Luna columns for OpenAI, Azure OpenAI, and Bedrock Mantle by [@​mateo-berri](https://github.com/mateo-berri) in [#​33474](https://github.com/BerriAI/litellm/pull/33474) - test(e2e): otel streaming spans record a real ttft below span duration by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33588](https://github.com/BerriAI/litellm/pull/33588) - fix(mcp): make the preemptive-401 OAuth challenge decision mode-aware by [@​tin-berri](https://github.com/tin-berri) in [#​33586](https://github.com/BerriAI/litellm/pull/33586) - fix(ui): show all teams in policy attachment form for admins by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33628](https://github.com/BerriAI/litellm/pull/33628) - refactor(ui): migrate AI Hub, public hub, and MCP Toolsets tables onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33629](https://github.com/BerriAI/litellm/pull/33629) - test(e2e): datadog log delivery for streamed routes, read back from the real datadog api by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33566](https://github.com/BerriAI/litellm/pull/33566) - chore(ci): promote internal staging to main by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33640](https://github.com/BerriAI/litellm/pull/33640) - fix(vertex\_ai): surface Gemini grounding toolUsePromptTokenCount in Usage by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33533](https://github.com/BerriAI/litellm/pull/33533) - test(e2e): harness fixes for stage job green (skips + router/UI/budget) by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33634](https://github.com/BerriAI/litellm/pull/33634) - fix(router): resolve prompt cache minimum per model instead of a flat 1024 by [@​tin-berri](https://github.com/tin-berri) in [#​33637](https://github.com/BerriAI/litellm/pull/33637) - fix(logging): classify async anthropic\_messages and generate\_content as async by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33589](https://github.com/BerriAI/litellm/pull/33589) - fix(ui): remove Chat item from dashboard leftnav by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33647](https://github.com/BerriAI/litellm/pull/33647) - fix(router): tag-aware pre-routing strategy selection for shared model\_name by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33691](https://github.com/BerriAI/litellm/pull/33691) - fix(proxy): enforce max\_parallel\_requests as a per-slot concurrency gauge by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​32441](https://github.com/BerriAI/litellm/pull/32441) - fix(proxy): stop treating upstream model body field as a LiteLLM model on auth-enforced pass-through routes by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33710](https://github.com/BerriAI/litellm/pull/33710) - fix(mcp): expand toolset grants in shared permission primitives so tools/call honors them by [@​tin-berri](https://github.com/tin-berri) in [#​33612](https://github.com/BerriAI/litellm/pull/33612) - feat(complexity-router): user-triggered escalation keywords by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33656](https://github.com/BerriAI/litellm/pull/33656) - fix(fireworks\_ai): bill prompt-cache hits at cache\_read rate by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33714](https://github.com/BerriAI/litellm/pull/33714) - fix(pricing): mark realtime-only gpt-realtime models as mode realtime by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33728](https://github.com/BerriAI/litellm/pull/33728) - fix(rag): track LLM completion usage and spend for /v1/rag/query by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​32438](https://github.com/BerriAI/litellm/pull/32438) - feat(anthropic): add enable\_anthropic\_prompt\_caching for automatic cache\_control injection by [@​tin-berri](https://github.com/tin-berri) in [#​33573](https://github.com/BerriAI/litellm/pull/33573) - fix(anthropic): self-heal on missing thinking-signature errors from Bedrock/Vertex by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33719](https://github.com/BerriAI/litellm/pull/33719) - fix(proxy): resolve router\_settings.plugins dotted paths and load plugins from installed packages by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33644](https://github.com/BerriAI/litellm/pull/33644) - test(e2e): budget refusals are 429 for bare keys and team caps block every team key by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33632](https://github.com/BerriAI/litellm/pull/33632) - feat(router): add router plugin reference catalog by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33746](https://github.com/BerriAI/litellm/pull/33746) - test(e2e): assert an org budget block is a 429 naming the organization by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33638](https://github.com/BerriAI/litellm/pull/33638) - fix(proxy): bill partial streamed spend when the client disconnects mid-stream by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33736](https://github.com/BerriAI/litellm/pull/33736) - test(e2e): delete unreferenced Grafana panel docs by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33743](https://github.com/BerriAI/litellm/pull/33743) - docs(tests/e2e): align skip-vs-fail docs with the hard-fail contract and scope the no-unit-tests rule by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33755](https://github.com/BerriAI/litellm/pull/33755) - refactor(e2e): replace bespoke result reporter with standard JUnit report by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33758](https://github.com/BerriAI/litellm/pull/33758) - test(e2e): user budget across keys and team member budget isolation by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33745](https://github.com/BerriAI/litellm/pull/33745) - refactor(e2e): remove bob\_the\_builder; drive remediation from a Grafana alert (provisioned outside the repo) by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33749](https://github.com/BerriAI/litellm/pull/33749) - feat(mcp): per-server outcomes for aggregate tools/list and truthful single-server REST statuses by [@​tin-berri](https://github.com/tin-berri) in [#​33153](https://github.com/BerriAI/litellm/pull/33153) - test(e2e): mcp suite for key-without-access denial by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33752](https://github.com/BerriAI/litellm/pull/33752) - chore(ci): merge oss branch by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33784](https://github.com/BerriAI/litellm/pull/33784) - chore(ci): merge oss branch - July 17th by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33793](https://github.com/BerriAI/litellm/pull/33793) - fix(ui): migrate tag deletion to shared DeleteResourceModal by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33795](https://github.com/BerriAI/litellm/pull/33795) - build(rust): raise pyo3 to 0.29 so the native bridge compiles on Python 3.14 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33798](https://github.com/BerriAI/litellm/pull/33798) - chore(guardrails): remove docstring from singulr module for consistency by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33800](https://github.com/BerriAI/litellm/pull/33800) - fix(ui): stop credential edit from persisting the masked api key by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33797](https://github.com/BerriAI/litellm/pull/33797) - build(deps): allow redisvl, pypdf, and openapi-core on Python 3.14 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33801](https://github.com/BerriAI/litellm/pull/33801) - test(proxy): make streaming-cancel mocks awaitable for the disconnect slot release by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33802](https://github.com/BerriAI/litellm/pull/33802) - test(e2e): a member's team budget cuts off only that member's key by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33718](https://github.com/BerriAI/litellm/pull/33718) - test(e2e): a user's max\_budget follows the person across personal and team keys by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33762](https://github.com/BerriAI/litellm/pull/33762) - test(e2e): skip flaky OpenAI GPT cells; raise multi-window max\_tokens by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33799](https://github.com/BerriAI/litellm/pull/33799) - chore: remove accidentally committed dist tarball and ignore dist/ by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33805](https://github.com/BerriAI/litellm/pull/33805) - fix(passthrough): stop classifying plain 'predict'/'search' paths as Vertex by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33658](https://github.com/BerriAI/litellm/pull/33658) - build(deps): bump mcp lock to 1.28.1 to clear image-scan findings by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33803](https://github.com/BerriAI/litellm/pull/33803) - test(pricing): pin the realtime mode assertion to the bundled cost map by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33806](https://github.com/BerriAI/litellm/pull/33806) - fix(proxy): derive session id from Anthropic metadata.user\_id for session affinity by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33723](https://github.com/BerriAI/litellm/pull/33723) - test(e2e): budget reset diagonal for team, org, user, and [#​32005](https://github.com/BerriAI/litellm/issues/32005) team-member keys by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33771](https://github.com/BerriAI/litellm/pull/33771) - fix(proxy): source /v1/models token limits from the cost map instead of Router.get\_model\_group\_info by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33721](https://github.com/BerriAI/litellm/pull/33721) - fix(fireworks\_ai): correct glm-5p2 prompt-cache read price to $0.14/1M by [@​tin-berri](https://github.com/tin-berri) in [#​33796](https://github.com/BerriAI/litellm/pull/33796) - feat(proxy): add x-litellm-model-name response header with deployment model string by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33698](https://github.com/BerriAI/litellm/pull/33698) - feat: add Straiker guardrail integration by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33781](https://github.com/BerriAI/litellm/pull/33781) - fix(vertex\_ai): exclude Gemini Google Search grounding tokens from input token billing by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33742](https://github.com/BerriAI/litellm/pull/33742) - feat(fireworks\_ai): map litellm session id to x-session-affinity header for prompt caching by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33717](https://github.com/BerriAI/litellm/pull/33717) - feat(ui): configure Anthropic automatic prompt caching from the Admin UI by [@​tin-berri](https://github.com/tin-berri) in [#​33581](https://github.com/BerriAI/litellm/pull/33581) - fix(router): enforce context-window pre-call checks for Responses API input by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33706](https://github.com/BerriAI/litellm/pull/33706) - fix(otel): restore proxy-level error.\* attributes on v2 failure spans (LIT-4179) by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33664](https://github.com/BerriAI/litellm/pull/33664) - fix(mcp): persist config.yaml DCR clients in a server-scoped store so refresh survives token expiry by [@​tin-berri](https://github.com/tin-berri) in [#​33768](https://github.com/BerriAI/litellm/pull/33768) - refactor(ui): consolidate Add/Edit credential modals into one CredentialModal by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32572](https://github.com/BerriAI/litellm/pull/32572) - feat(mcp): add ID-JAG (identity assertion authorization grant) support for MCP egress by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​31516](https://github.com/BerriAI/litellm/pull/31516) - refactor(ui): migrate policy attachments table onto shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33827](https://github.com/BerriAI/litellm/pull/33827) - docs(litellm-rust): add provider coding standards by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33833](https://github.com/BerriAI/litellm/pull/33833) - test(e2e): rename Gateway to ProxyClient and expose it as a session-scoped pytest fixture by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33750](https://github.com/BerriAI/litellm/pull/33750) - feat(messages): route Azure Anthropic /messages through Rust behind rust:true by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33616](https://github.com/BerriAI/litellm/pull/33616) - test(e2e): add Locust throughput load test that runs last by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33748](https://github.com/BerriAI/litellm/pull/33748) - fix(proxy): resolve team wildcard credentials for vector store files by [@​shivamrawat1](https://github.com/shivamrawat1) in [#​33649](https://github.com/BerriAI/litellm/pull/33649) - refactor(e2e): fold claude\_code HTTP probes onto shared ProxyClient methods by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33760](https://github.com/BerriAI/litellm/pull/33760) - test(e2e): harden stage flakes for batches, UI, and MCP by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33831](https://github.com/BerriAI/litellm/pull/33831) - fix(e2e): migrate load suite from e2e\_gateway to ProxyClient by [@​mubashir1osmani](https://github.com/mubashir1osmani) in [#​33839](https://github.com/BerriAI/litellm/pull/33839) - chore(e2e): remove tests/e2e/docker-compose.yml by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33837](https://github.com/BerriAI/litellm/pull/33837) - test(e2e): cover /v1/responses openai basic nonstream and stream by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33830](https://github.com/BerriAI/litellm/pull/33830) - test(e2e): cover /v1/responses openai cost\_logged and tool\_use by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33835](https://github.com/BerriAI/litellm/pull/33835) - test(e2e): cover /v1/responses OpenAI vision and Anthropic basic by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33838](https://github.com/BerriAI/litellm/pull/33838) - test(e2e): spendlog cost for streaming /v1/messages via responses bridge by [@​yassin-berriai](https://github.com/yassin-berriai) in [#​33753](https://github.com/BerriAI/litellm/pull/33753) - fix(docker): bake prisma CLI and engines at a fixed path so fresh-DB migrations work for any uid offline by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33853](https://github.com/BerriAI/litellm/pull/33853) - feat(chat-ui): add personal Logs view scoped to the current user by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33829](https://github.com/BerriAI/litellm/pull/33829) - chore: bump litellm-proxy-extras 0.4.78 -> 0.4.79 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33855](https://github.com/BerriAI/litellm/pull/33855) - docs(litellm-rust): require the official Rust Style Guide in agent rules by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33867](https://github.com/BerriAI/litellm/pull/33867) - fix(router): treat malformed configured token limits as absent on /v1/models by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33864](https://github.com/BerriAI/litellm/pull/33864) - chore: rebuild admin UI bundle for the rc release by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33857](https://github.com/BerriAI/litellm/pull/33857) - docs(rust): add provider abstraction standards by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33865](https://github.com/BerriAI/litellm/pull/33865) - chore(ci): promote internal staging to main by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33868](https://github.com/BerriAI/litellm/pull/33868) - chore(release): backport [#​33929](https://github.com/BerriAI/litellm/issues/33929) to rc/1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34033](https://github.com/BerriAI/litellm/pull/34033) - chore(release): backport [#​33810](https://github.com/BerriAI/litellm/issues/33810), [#​33733](https://github.com/BerriAI/litellm/issues/33733) to rc/1.94.0 and bump litellm-proxy-extras to 0.4.79.post1 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34215](https://github.com/BerriAI/litellm/pull/34215) - chore(ui): rebuild Next.js bundle on rc/1.94.0 so the Cost Optimization page ships by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34216](https://github.com/BerriAI/litellm/pull/34216) - chore(release): backport auth, CLI SSO and guardrail fixes to rc/1.94.0 and refresh flagged dependencies by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34640](https://github.com/BerriAI/litellm/pull/34640) - chore(release): backport [#​33899](https://github.com/BerriAI/litellm/issues/33899), [#​33978](https://github.com/BerriAI/litellm/issues/33978), [#​34582](https://github.com/BerriAI/litellm/issues/34582), [#​34675](https://github.com/BerriAI/litellm/issues/34675) to rc/1.94.0 and bump litellm-proxy-extras to 0.4.79.post2 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34855](https://github.com/BerriAI/litellm/pull/34855) - fix(ui): backport cache leakage card layout fix to rc/1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34964](https://github.com/BerriAI/litellm/pull/34964) - fix(ui): add missing cost-optimization page description on rc/1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34967](https://github.com/BerriAI/litellm/pull/34967) - feat(ui): mark Cost Optimization as beta in the left nav ([#​34984](https://github.com/BerriAI/litellm/issues/34984)) by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34987](https://github.com/BerriAI/litellm/pull/34987) - chore: rebuild Admin UI bundle for v1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34982](https://github.com/BerriAI/litellm/pull/34982) - fix(cost-optimization): backport the savings chart axis fix and methodology popovers to rc/1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34994](https://github.com/BerriAI/litellm/pull/34994) - chore: rebuild Admin UI bundle for rc/1.94.0 by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​34995](https://github.com/BerriAI/litellm/pull/34995) **Full Changelog**: <https://github.com/BerriAI/litellm/compare/v1.93.0...v1.94.0> ### [`v1.94.0`](https://github.com/BerriAI/litellm/releases/tag/v1.94.0) ##### Verify Docker Image Signature All LiteLLM Docker images are signed with [cosign](https://docs.sigstore.dev/cosign/overview/). Every release is signed with the same key introduced in [commit `0112e53`](https://github.com/BerriAI/litellm/commit/0112e53046018d726492c814b3644b7d376029d0). **Verify using the pinned commit hash (recommended):** A commit hash is cryptographically immutable, so this is the strongest way to ensure you are using the original signing key: ```bash cosign verify \ --key https://raw.githubusercontent.com/BerriAI/litellm/0112e53046018d726492c814b3644b7d376029d0/cosign.pub \ ghcr.io/berriai/litellm:v1.94.0 ``` **Verify using the release tag (convenience):** Tags are protected in this repository and resolve to the same key. This option is easier to read but relies on tag protection rules: ```bash cosign verify \ --key https://raw.githubusercontent.com/BerriAI/litellm/v1.94.0/cosign.pub \ ghcr.io/berriai/litellm:v1.94.0 ``` Expected output: ``` The following checks were performed on each of these signatures: - The cosign claims were validated - The signatures were verified against the specified public key ``` *** ##### What's Changed - feat(ui): working Test Connection for the complexity auto router by [@​akapur99](https://github.com/akapur99) in [#​32950](https://github.com/BerriAI/litellm/pull/32950) - fix(xecguard): use StandardLoggingGuardrailInformation in logging hook by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32911](https://github.com/BerriAI/litellm/pull/32911) - feat(ui): adopt openapi-react-query ($api) and convert useCustomers by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32949](https://github.com/BerriAI/litellm/pull/32949) - refactor(ui): colocate the mcp-servers view, keeping the shared mcp\_tools surface by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32968](https://github.com/BerriAI/litellm/pull/32968) - refactor(ui): convert endpoint usage charts to shadcn/recharts by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32723](https://github.com/BerriAI/litellm/pull/32723) - fix(proxy-auth): stop unrecognized model namespaces slipping through provider wildcard keys by [@​mateo-berri](https://github.com/mateo-berri) in [#​32979](https://github.com/BerriAI/litellm/pull/32979) - feat(router): random-pick multi-model complexity tiers by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32967](https://github.com/BerriAI/litellm/pull/32967) - fix(xecguard): sanitize scan result before recording it for logging by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32935](https://github.com/BerriAI/litellm/pull/32935) - fix(auto\_router): filter embedding models in complexity tab dropdowns, require all tiers, inline validation by [@​akapur99](https://github.com/akapur99) in [#​32978](https://github.com/BerriAI/litellm/pull/32978) - fix(anthropic): translate raw adaptive thinking for pre-4.6 models on chat completions and Bedrock Converse by [@​akapur99](https://github.com/akapur99) in [#​32944](https://github.com/BerriAI/litellm/pull/32944) - feat(router): add Router(plugins=\[...]) routing-plugin pipeline by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32972](https://github.com/BerriAI/litellm/pull/32972) - feat(router): soft-floor adaptive mode for complexity router by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32947](https://github.com/BerriAI/litellm/pull/32947) - docs(github): add QA runbook section to the PR template by [@​mateo-berri](https://github.com/mateo-berri) in [#​32965](https://github.com/BerriAI/litellm/pull/32965) - fix(model\_cost): add supports\_reasoning: false to Gemini image generation models by [@​mateo-berri](https://github.com/mateo-berri) in [#​32836](https://github.com/BerriAI/litellm/pull/32836) - build(dev-env): add make bootstrap and unprovisioned-checkout preflight to pre-commit by [@​mateo-berri](https://github.com/mateo-berri) in [#​32981](https://github.com/BerriAI/litellm/pull/32981) - ci(ui): report only error-level knip findings in CI by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​32971](https://github.com/BerriAI/litellm/pull/32971) - feat(batches): track cost for unmanaged Bedrock batches, generalize the flag by [@​Sameerlite](https://github.com/Sameerlite) in [#​32315](https://github.com/BerriAI/litellm/pull/32315) - fix(guardrails): walk custom\_tool\_call\_output items in \_content\_utils by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​32969](https://github.com/BerriAI/litellm/pull/32969) - fix: show and allow editing team model aliases after team creation by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33047](https://github.com/BerriAI/litellm/pull/33047) - chore(deps): bump pillow to 12.3.0 to resolve osv-scan CVEs by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33093](https://github.com/BerriAI/litellm/pull/33093) - feat(mcp): mint gateway-bound envelope at the token endpoint for dcr\_bridge oauth\_delegate by [@​tin-berri](https://github.com/tin-berri) in [#​32828](https://github.com/BerriAI/litellm/pull/32828) - fix(mcp): surface rejected delegate-auth upstream tokens as connect-time 401 by [@​tin-berri](https://github.com/tin-berri) in [#​32741](https://github.com/BerriAI/litellm/pull/32741) - fix(proxy): track unauthenticated pass-through requests in spend logs by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​32410](https://github.com/BerriAI/litellm/pull/32410) - feat(lasso): send source.type for Used By attribution by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33090](https://github.com/BerriAI/litellm/pull/33090) - fix(responses): continue MCP gateway tool turns from the final response and surface failures by [@​thibault-linktree](https://github.com/thibault-linktree) in [#​33025](https://github.com/BerriAI/litellm/pull/33025) - fix(responses): continue MCP gateway tool turns from the final response and surface failures by [@​tin-berri](https://github.com/tin-berri) in [#​33099](https://github.com/BerriAI/litellm/pull/33099) - fix(completion): forward aws credential kwargs into litellm\_params so the responses bridge keeps WIF auth by [@​mateo-berri](https://github.com/mateo-berri) in [#​32956](https://github.com/BerriAI/litellm/pull/32956) - fix(ui): respect litellm\_key\_header\_name in BYOK credential save and workflow runs fetches by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33103](https://github.com/BerriAI/litellm/pull/33103) - refactor(ui): standardize debounce waits behind shared DEBOUNCE\_WAIT\_MS constant by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33040](https://github.com/BerriAI/litellm/pull/33040) - feat(ui): rebuild the Virtual Keys table on the shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​32991](https://github.com/BerriAI/litellm/pull/32991) - fix: redact async complete streaming response for custom callbacks by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33106](https://github.com/BerriAI/litellm/pull/33106) - build(ui): bump [@​tanstack/react-pacer](https://github.com/tanstack/react-pacer) from 0.2.0 to 0.22.1 by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33041](https://github.com/BerriAI/litellm/pull/33041) - fix(ui): address Virtual Keys redesign review nits by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33112](https://github.com/BerriAI/litellm/pull/33112) - fix(openai/responses): clamp max\_output\_tokens below API minimum by [@​devin-ai-integration](https://github.com/devin-ai-integration)\[bot] in [#​33098](https://github.com/BerriAI/litellm/pull/33098) - fix(prometheus): read v3 rate limiter remaining values for per-key model gauges by [@​yucheng-berri](https://github.com/yucheng-berri) in [#​33119](https://github.com/BerriAI/litellm/pull/33119) - fix(ui): drop w-full from page-content wrappers to remove 32px horizontal overflow by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33118](https://github.com/BerriAI/litellm/pull/33118) - refactor(ui): migrate straightforward value debounces to react-pacer by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33042](https://github.com/BerriAI/litellm/pull/33042) - feat(mcp): interactive SSO sign-in for dcr\_bridge oauth\_delegate DCR clients by [@​tin-berri](https://github.com/tin-berri) in [#​32946](https://github.com/BerriAI/litellm/pull/32946) - test(proxy): add regression tests for management\_endpoints edge cases by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​32976](https://github.com/BerriAI/litellm/pull/32976) - fix(auto-router): correct Responses API tool\_choice shape and propagate alias litellm\_params by [@​krrish-berri-2](https://github.com/krrish-berri-2) in [#​32974](https://github.com/BerriAI/litellm/pull/32974) - fix(ui): render the sidebar scrollbar with shadcn ScrollArea by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33124](https://github.com/BerriAI/litellm/pull/33124) - refactor(ui): migrate callback debounce sites to react-pacer with regression tests by [@​ryan-crabbe-berri](https://github.com/ryan-crabbe-berri) in [#​33043](https://github.com/BerriAI/litellm/pull/33043) - chore: add CODEOWNERS for ui and proxy UI build artifacts by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33131](https://github.com/BerriAI/litellm/pull/33131) - feat(mcp): client-held refresh envelope for the dcr\_bridge oauth\_delegate flow by [@​tin-berri](https://github.com/tin-berri) in [#​32980](https://github.com/BerriAI/litellm/pull/32980) - feat(ui): rebuild the Teams table on the shared DataTable by [@​yuneng-berri](https://github.com/yuneng-berri) in [#​33128](https://github.com/BerriAI/litellm/pull/33128) - fix(mcp): relay upstream OAuth token and DCR rejections instead of a generic 500 by [@​tin-berri](https://github.com/tin-berri) in [#​33113](https://github.com/BerriAI/litellm/pull/33113) - fix(keys): persist key\_type so the UI shows correct key scope instead of "All Proxy…


Relevant issues
Resolves LIT-4089
Linear ticket
LIT-4089
Design doc: https://app.notion.com/p/38e43b8acdab81feb2f3da4a63840bd5
Pre-Submission checklist
@greptileaiand received a Confidence Score of at least 4/5 before requesting a maintainer reviewScreenshots / Proof of Fix
Live proxy with a real
LITELLM_LICENSE, exporting OTLP/HTTP to a local replica of the global collector (same receiving pipeline as production, which terminates TLS at its load balancer before the collector container).Traffic matrix: 3x
/v1/chat/completions, 1x/v1/messages, 1x/v1/embeddings(all 2xx), plus controls that must not bill: GET/v1/models200,/health/readiness200, bad-model 400, GET/v1/videos400.Collector received exactly the successful inference calls:
UI usage parity (
/user/daily/activity, the source of the dashboard usage page):successful_requests: 5,failed_requests: 2. The collector total (5) matches the UI successful requests exactly, and the 2 failures are excluded on both sides.Metering-bypass fix, before and after on the same live setup (1x chat + 1x
/v1/messages, both 200):Recorder-init fix verified live: with
LITELLM_LICENSEand all billing env vars provided only through the YAML config'senvironment_variables(nothing in the shell), the collector receives both routes. On the previous code this scenario exported nothing because the recorder was built at import time.Review-round fixes verified against the production collector at telemetry.litellm.ai, using a real mTLS leaf issued from the CA Service pool. Getting there surfaced and fixed an infra bug: certs issued by the onboarding workflow carried no extensions, and the load balancer rejects leaves without the clientAuth EKU (client_cert_chain_invalid_eku in the LB logs, visible only as a post-handshake connection reset to the client); the workflow now requests key_usages digital_signature and extended_key_usages client_auth
Traffic on the live proxy (port 4159, license + billing config via env, gpt-5.4-nano): POST /v1/chat/completions 200 bills /chat/completions; POST /v1/messages 200 bills /v1/messages; POST /v1/threads then POST /v1/threads/{id}/messages both 200 and neither bills nor writes a SpendLogs row (the route the old /messages suffix over-billed); POST /openai/v1/assistants 200 bills /openai and writes a pass_through_endpoint SpendLogs row; DELETE /openai/v1/assistants/{id} 200 does not bill (POST gate)
LiteLLM_SpendLogs finished with 7 success rows; 6 were billable under the classifier, and the single gap is the DELETE passthrough, the POST gate's deliberate undercount. The collector logged the proxy's OTLP pushes at the 5s export interval:
The mTLS gate itself was exercised negatively too: a leaf without the clientAuth EKU and a connection with no client certificate are both cut off at the edge and never reach the collector
Deployment surface
A successful recorder build now emits one info line naming the collector endpoint and the export interval. Every disable path already logged; without a positive signal an operator could not tell a metering component from one that silently returned None because it never saw the license, and a component can carry the cert mount and the billing env and still meter nothing
The cert env vars (
LITELLM_BILLING_METRICS_CLIENT_CERT,_CLIENT_KEY,_CA_CERT) now accept either a filesystem path or the PEM itself. Inline PEM, recognized by the-----BEGINprefix, is written once at recorder build into a 0700 temp dir as a 0600 file, and the exporter is pointed at that path. This unblocks secret stores that inject values as environment content and cannot mount them as files, such as ECS reading Secrets Manager. Paths keep working untouched, and the mixed case works too, so a deployment can mount the CA while injecting the client credentials. A write failure disables metering through the existing failure-as-None path rather than raisingThe componentized chart at
helm/litellmgrows a top-levelbillingMetricsblock, off by default, consumed by the gateway and the backend. Applying each component's route allowlist to the proxy app splits the billable surface 75 routes to the gateway and one to the backend,/{mcp_server_name}/mcp, the named-server MCP transport, which writes a SpendLogs row; metering only the gateway would silently drop that traffic. The migrations job gets neither the env nor the cert. When enabled it renders the endpoint plus the two cert paths and mountssecretNameread-only at/etc/litellm/billing-mtls.secretNamedefaults tolitellm-billing-metrics-mtls, the conventional name, so the common path is to create that Secret withtls.crtandtls.keyand setenabled: true;caSecretNameis optional and only needed for private collectors whose server certificate is not on the public web PKI. Enabling it without asecretName, or with an empty endpoint, fails the render with a named message instead of producing a gateway that silently never exports. The genericgateway.volumes/gateway.volumeMounts/gateway.extraEnvpaths are untouched and still compose with itThe
helm/litellm-helmchart and theterraform/litellm/awsandterraform/litellm/gcpreference templates gain the same switch. The terraform templates take the certificate and key as PEM variables, store them in Secrets Manager or Secret Manager, and inject them as environment values gated onbilling_metrics_endpointbeing non-empty, so the default deployment is unchanged. A lifecycle precondition on the gateway task definition and the gateway Cloud Run service requires the client certificate and its key together whenever the endpoint is set, so a half-configured metering block fails the plan rather than deploying a proxy that logs "missing config" and never exports.billing_metrics_ca_cert_pemstays optional and empty falls back to the system trust storePerformance
Metering costs roughly one percent of throughput at the shipped default, and the cost is in the background export thread rather than the per-request path. That is small enough to ship and large enough not to call it free.
Sequential A/B on a dev machine drifts far more than the effect being measured, so both variants ran simultaneously: two worktrees (the staging merge-base and this branch), a proxy each on its own port with its own Postgres, one shared local mock upstream so neither side touches a real provider, identical closed-loop drivers at concurrency 32 started on a shared wall clock, and 20 seconds of warmup before 60 to 75 seconds of steady state. The candidate ran with a real license and a real client certificate, exporting to the production collector, verified two ways: a probe confirmed the recorder was constructed and a real mutual-TLS flush succeeded, and a negative control with a bad certificate path produced the expected disabled warning. That check matters because the recorder returns silently when a deployment is not licensed, so quiet logs alone prove nothing.
Two harness effects had to be removed before the numbers meant anything. Swapping only ports and databases left process start order fixed, and an A/A control running identical code on both sides showed the second-launched slot was about 1.2 percent faster on that alone. The final design is a balanced two by two over start order and port assignment, with A/A null rounds interleaved between metering rounds so machine drift hits both equally; it drifted a lot, with baseline throughput ranging from 456 to 320 RPS as other work loaded the machine. Reading a single round is therefore meaningless: the A/A null, identical code on both sides, spans -2.02 to +2.14 percent.
At the default 60000 ms export interval, eight metering rounds against eight interleaved A/A null rounds:
Subtracting the null gives a -1.10 percent effect, 95 percent confidence interval -2.15 to -0.04 percent. Zero errors in 866618 requests. Latency moved by +0.54 ms at p50 and +1.9 ms at p99, against a null of -0.07 ms and -0.9 ms.
The per-request work is not where the cost lives. Microbenchmarked in process,
classify_billable_requesttakes 0.56 us per call andrecorder.recordtakes 1.03 us, together 1.59 us against a 2273 us per-request budget at 440 RPS, which is 0.07 percent and roughly fifteen times too small to explain the measured effect. What does track the effect is export frequency, which only the backgroundPeriodicExportingMetricReaderthread drives: at a 5000 ms interval, twelve times more often than any real deployment, the cost roughly doubles. The overhead is GIL and CPU contention from the periodic mutual-TLS OTLP export, it shrinks as the interval lengthens, and the shipped default sits at the lenient end. Anyone loweringLITELLM_BILLING_METRICS_EXPORT_INTERVAL_MSshould expect to pay for it.One control was intended and not obtained: metering active with the export interval set high enough that the exporter never fires inside the measurement window, which would separate per-request cost from exporter-thread cost directly. The rig was torn down before that round produced data, so the attribution rests on two converging measurements, the microbenchmark and the export-frequency scaling, rather than on that direct control
These numbers were captured with the candidate at 91f5e26 and the baseline at merge-base e84a19a. The branch has advanced since, but nothing in
billable_request_metrics_middleware.pyor the proxy's middleware stack changed after that commit; the later work is helm, terraform, docs, and one info log emitted once when the recorder is built, so the per-request path the numbers describe is the one that shipsTo reproduce: stand up the two worktrees against separate databases and a shared mock upstream, drive both at once with identical generators, balance start order as well as port assignment, interleave A/A null rounds, and compare arm means rather than single rounds
Type
🆕 New Feature
Changes
Push-based, license-gated request metering for enterprise deployments, using OpenTelemetry as the open standard.
BillableRequestMetricsMiddleware(pure ASGI) reads the final status and thex-litellm-model-idresponse header offhttp.response.start, classifies the path intollm,mcp, ora2a, and records one count per 2xx via an injected recorder. LLM classification covers the full inference surface that writes a SpendLogs row on success (chat/completions, completions, embeddings, responses, rerank, moderations, images generations/edits/variations, audio,/v1/messages, videos and remix,/v1/ocr, GeminigenerateContent/streamGenerateContent,/v1/searchand vector-store search, rag ingest/query, and provider passthrough prefixes read fromLiteLLMRoutes.mapped_pass_through_routeswith/langfuseexcluded as observability-only) and is gated to POST so GET reads on the same resources do not bill. MCP and A2A bill only their protocol transport surface: MCP counts the/mcpstreamable-HTTP and SSE sub-app plus the/{server}/mcpand/toolset/{name}/mcpaliases (whose handlers rewrite the ASGI scope after the middleware has classified the original path), and A2A counts only the/message/sendinvoke route, never the bare/a2a/{agent_id}JSON-RPC endpoint whose method is only visible in the request body; the/v1/mcpmanagement API,/v1/a2a/discover, and the.well-knownagent-card reads are discovery and administration, not billable traffic. Known limitations, all in the undercount direction:/v1/realtimeis a websocket flow the HTTP middleware does not observe; amessage/sendsent to the bare/a2a/{agent_id}endpoint does not bill, because that path also serves the non-logging task RPCs; management writes that also log spend (batch, file, and fine-tuning job creation, interaction cancel) and non-POST calls that log (passthrough reads and resource GETs) do not bill under the POST inference gate. Whether batch creation should bill is left as a follow-up product decision since batches carry real downstream cost. The exported count is a deliberate lower bound on the dashboard's successful-request count: it matches exactly for the core inference traffic mix, and every known divergence undercounts rather than overcounts. With no recorder the middleware is a transparent pass-through.BillingMetricsRecorderowns a dedicated OTELMeterProviderand an OTLP/HTTP exporter that presents a TLS client certificate. The global collector runs behind a load balancer that terminates mutual TLS and validates the client certificate against our CA, then forwards the verified subject with the request; the collector stamps that as the deployment identity. Server verification uses the system trust store since the collector presents a public web-PKI certificate. The recorder is deliberately separate from the global meter provider so a customer's own OTEL metrics are never touched and ours never leak into their backend.The recorder is resolved on the first request through a factory, after
proxy_startup_eventhas loaded the YAML config'senvironment_variables, so licenses and certificates supplied that way are honored.Identity is carried by the TLS client certificate, never the payload; the secret license key is not exported. Only the license org id travels as a resource attribute for a tamper-evidence cross-check at the collector. Certificates are issued per deployment from our CA.
Configuration via env:
LITELLM_BILLING_METRICS_ENDPOINT(https URL of the collector),LITELLM_BILLING_METRICS_CLIENT_CERT,LITELLM_BILLING_METRICS_CLIENT_KEY, optionalLITELLM_BILLING_METRICS_CA_CERT(only for private or test collectors), optionalLITELLM_BILLING_METRICS_EXPORT_INTERVAL_MS.The collector gateway, CA, and backend wiring are infrastructure tracked separately; this PR is only the litellm-side instrumentation
Review-round hardening (6f12dda):
/v1/messagesis matched exactly instead of by suffix, so the OpenAI Assistants/v1/threads/{id}/messagesroute (2xx but no SpendLogs row;a_add_messagenever dispatches success handlers) no longer bills; Google Interactions creates (/interactions,/v1beta/interactions) bill via a new exact-match list;recorder.record()failures are logged and never propagate to the already-served response; lazy recorder resolution is double-checked under a lock so concurrent first requests build at most one MeterProvider; and empty-string billing env vars disable metering the same as unset ones. Two later review rounds added: POST /mcp-rest/tools/call bills as MCP (it fires the same tool-call spend logging as the /mcp transport) while /mcp-rest list and test endpoints stay excluded; and proxy_shutdown_event now flushes the recorder through a one-slot registry so restarts no longer drop up to one export interval of buffered counts. A final round (382d11b) reverted a short-lived attempt to bill bare POST /a2a/{agent_id}: that route multiplexes JSON-RPC methods off the body, and only message/send and message/stream write a SpendLogs row, while tasks/get, tasks/cancel and the pushNotificationConfig RPCs are forwarded upstream and write none, so billing by path would have overcounted task polling. The same round moved the middleware inside InFlightRequestsMiddleware; it records after the inner app returns, so registered outside it a request could be counted as drained while its record() was still pending and proxy_shutdown_event could stop the exporter underneath it. Passthrough billing deliberately stays prefix-based: successful passthrough POSTs write SpendLogs rows through theStandardPassThroughResponseObjectfallback insuccess_handler.pyregardless of subpath, so narrowing to known inference subpaths would undercount against the dashboardDocs: user-facing documentation for this feature (the metering page, the five env vars in the config settings reference, and the Helm/Terraform deploy recipes) is in BerriAI/litellm-docs#571. A follow-up commit here (c6bb384) also documents mcp_rpm_limit in the update_team docstring, which fixes the documentation CI failure on this PR. That failure is order-dependent flake, not something this branch introduced: test_api_docs.py walks management_endpoints and lets the last file win, and model_management_endpoints.py defines an update_team shim with no annotated params that trivially passes when it shadows the real endpoint. When the filesystem walk order puts team_endpoints.py last, the real docstring is checked and has been missing mcp_rpm_limit since the field was added to UpdateTeamRequest in June; the same failure shows up flakily on other open PRs. The docstring fix makes the check pass in either order
Note
Medium Risk
Touches the global proxy middleware stack and enterprise billing export with mTLS credentials; misconfiguration is mostly fail-safe, but metering accuracy and ~1% throughput overhead depend on route classification and export interval.
Overview
Adds enterprise billable-request metering: licensed proxies count successful 2xx traffic on LLM, MCP, and A2A routes and push an OTLP/HTTP counter to LiteLLM’s collector using mTLS (deployment identity from the client cert, not the license key in the payload).
Proxy runtime: New
BillableRequestMetricsMiddlewareclassifies paths conservatively (POST-gated LLM inference aligned with SpendLogs, MCP/A2A transport only) and records via an injected recorder.billing_metrics.pybuilds a dedicated OTELMeterProvider, supports cert env vars as file paths or inline PEM, fails open on misconfig, and flushes on shutdown. The recorder is built on the first request via a factory (after YAMLenvironment_variablesload) and sits insideInFlightRequestsMiddlewareso shutdown does not drop in-flight counts.Deploy surfaces: Opt-in
billingMetricsin both Helm charts (litellm-helmproxy + componentizedlitellmgateway and backend for named-server MCP); AWS/GCP Terraform inject PEMs from Secrets Manager / Secret Manager with plan-time preconditions when the endpoint is set without cert+key. Docs and helm unit tests cover defaults, CA override, env ordering, and migrations job exclusion.Minor:
mcp_rpm_limitdocumented on team update API / OpenAPI schema.Reviewed by Cursor Bugbot for commit 6d0a044. Bugbot is set up for automated code reviews on this repo. Configure here.